Prob & Stats, Lec 10B: Introduction to the Gamma, Exponential, & Chi-Square Distributions

• Probability and Statis... . The probability density function (PDF) for the continuous gamma distribution takes the form f(x)=c*x^(α-1)*e^(-x/β) for positive x and positive parameters α and β. The constant c must be solved for and it involves the Gamma function Γ(α), which is defined by an integral and, for positive integers n, has the property that Γ(n)=(n-1)! When α = 1, the PDF simplifies to f(x)=(1/β)*e^(-x/β), which is called an exponential distribution. When β = 2 and α = γ/2, then we call it a chi-square distribution with γ (little gamma) degrees of freedom. amzn.to/3rjDOoA (Probability and Statistics with Applications: A Problem Solving Text, by Asimow and Maxwell)
Calculus-based Probability and Statistics for Engineers and Scientists, Lecture 10, Part 2. Also for Data Science and Actuarial Science majors.
#ProbabilityAndStatistics #GammaDistribution #ExponentialDistribution #ChiSquare
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Пікірлер: 7

  • @L22Uni
    @L22UniАй бұрын

    Thank you for the video ❤ very helpful revision

  • @billkinneymath

    @billkinneymath

    Ай бұрын

    You're welcome! Thanks for watching!

  • @siliwondemathslab773
    @siliwondemathslab7734 ай бұрын

    What is the title of the book used

  • @billkinneymath

    @billkinneymath

    4 ай бұрын

    Probability and Statistics, by Milton and Arnold: amzn.to/43spNWR

  • @wonnubatiawejadaniel9156
    @wonnubatiawejadaniel91563 ай бұрын

    Please, help me get this book for reference

  • @billkinneymath

    @billkinneymath

    3 ай бұрын

    Probability and Statistics, by Milton and Arnold: amzn.to/43spNWR

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